3D Machine Learning Scientist (m/w/d)

at  exocad GmbH

To strengthen our exocad ML/AI team in Darmstadt we are looking for you as

3D MACHINE LEARNING SCIENTIST (M/W/D)

Start date: 01.10.2024 or later
We are seeking a talented and driven individual to join our team as a 3D Machine Learning Scientist. In this role, you will have the exciting opportunity to contribute to the advancement of our cutting-edge dental software solutions. Your primary responsibility will be to improve existing 3D machine learning models by adapting and training them, making crucial decisions about data collection and labeling. Additionally, you will play a vital role in designing novel machine learning algorithms to tackle real-world problems in the dental industry.

IN THIS ROLE, YOU WILL …

• Help improve existing 3D machine learning models. This entails:
• Adapting and training models
• Making decisions about data collection and labelling
• Design novel machine learning algorithms to solve real-world problems
• Build data pre- and post-processing pipelines for the machine learning models
• Optimize test-time ML pipelines for speed and memory usage
• Build processes to validate performance and robustness of the test-time ML pipelines

IN THIS ROLE, YOU’LL NEED …

• A background in Computer Graphics / Computer Vision / Machine Learning (min. Bachelor)
• 4+ years of relevant work experiance
• Extensive experience in Python and the following libraries:
• PyTorch
• Graphics processing libraries such as trimesh, pymeslab, open3d, libigl
• Standard data processing libraries such as numpy, opencv, scikit, scipy
• The ability to work on cutting-edge research projects, while having a product mindset
• Knowledge about the most common neural network architectures such as AE, VAE, MLP, CNN, transformer
• Experience in bringing ML models to production (MLOps)
• Some knowledge about 3D / geometric machine learning architectures
• Some knowledge about generative AI